Dimension Reduction and PCA

Learning Objectives

By the end of this chapter, you will be able to:

• Apply dimension reduction techniques.
• Describe the concepts behind principal components and dimensionality reduction.
• Apply principal component analysis (PCA) when solving problems using scikit-learn.
• Compare manual PCA versus scikit-learn.

In this chapter, we will look at dimension reduction and different dimension reduction techniques.